Fused Community Detection


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Documentation for package ‘fcd’ version 0.1

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fcd Fused community detection.
fcd.cluster Clustering the estimators along the path.
fcd.criteria The criterion values based along the path.
fcd.start Fused community detection.
fcd.trans The graph based penalty transformation matrix
gen.cr generate adjacency matrix of stochastic blockmodel, degree-corrected block model or cockroach graph model.
gen.dcbm generate adjacency matrix of stochastic blockmodel, degree-corrected block model or cockroach graph model.
gen.sbm generate adjacency matrix of stochastic blockmodel, degree-corrected block model or cockroach graph model.
get.cluster Final estimators of the community labels
isolate Isolated nodes collection
laplacian Laplacian matrix
mis.cluster Mis-clustered nodes for balanced designed network.
spectral.clustering Spectral clustering and its variant.